Proceeding from the requirements of LPI radar in practical application and the problem of Doppler cross caused by high-speed target motion during coherent accumulation period for linear FM signals, a dual linear FM composite algorithm is proposed. The theory analysis and simulation for the algorithm are presented and the real result is provided. Comparing with the conventional algorithm used, the composite algorithm has been proven highly effective and can be used for engineering.